{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:MIQEGWTOFT4TIXAIABK2TZHHQ7","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"bdf64c3f40ac4a221c6c3a664566febf8ad961f134483d5e1dc3b075f9312093","cross_cats_sorted":["cs.AI","cs.CE"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-05-31T19:17:00Z","title_canon_sha256":"87badb85172bf5cf021725b5c349576bc49792fb8c365cfcb7f1b788a0a544e3"},"schema_version":"1.0","source":{"id":"2406.00144","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.00144","created_at":"2026-07-05T08:27:09Z"},{"alias_kind":"arxiv_version","alias_value":"2406.00144v1","created_at":"2026-07-05T08:27:09Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.00144","created_at":"2026-07-05T08:27:09Z"},{"alias_kind":"pith_short_12","alias_value":"MIQEGWTOFT4T","created_at":"2026-07-05T08:27:09Z"},{"alias_kind":"pith_short_16","alias_value":"MIQEGWTOFT4TIXAI","created_at":"2026-07-05T08:27:09Z"},{"alias_kind":"pith_short_8","alias_value":"MIQEGWTO","created_at":"2026-07-05T08:27:09Z"}],"graph_snapshots":[{"event_id":"sha256:b97b47c0f603998606a104a7a15528112e8224df54af5cffa4a7281931d64dff","target":"graph","created_at":"2026-07-05T08:27:09Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2406.00144/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Computer Aided Design (CAD) engineers typically do not achieve their best prototypes in a single attempt. Instead, they iterate and refine their designs to achieve an optimal solution through multiple revisions. This traditional approach, though effective, is time-consuming and relies heavily on the expertise of skilled engineers. To address these challenges, we introduce Query2CAD, a novel framework to generate CAD designs. The framework uses a large language model to generate executable CAD macros. Additionally, Query2CAD refines the generation of the CAD model with the help of its self-refi","authors_text":"Akshay Badagabettu, Amir Barati Farimani, Sai Sravan Yarlagadda","cross_cats":["cs.AI","cs.CE"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-05-31T19:17:00Z","title":"Query2CAD: Generating CAD models using natural language queries"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.00144","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:804220b2be69ee4f2eb945cec546912acdc12c67a63cf9d556bb643e04596c77","target":"record","created_at":"2026-07-05T08:27:09Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"bdf64c3f40ac4a221c6c3a664566febf8ad961f134483d5e1dc3b075f9312093","cross_cats_sorted":["cs.AI","cs.CE"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-05-31T19:17:00Z","title_canon_sha256":"87badb85172bf5cf021725b5c349576bc49792fb8c365cfcb7f1b788a0a544e3"},"schema_version":"1.0","source":{"id":"2406.00144","kind":"arxiv","version":1}},"canonical_sha256":"6220435a6e2cf9345c080055a9e4e787f9d34299cca9f2edeae3a09008feaf72","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6220435a6e2cf9345c080055a9e4e787f9d34299cca9f2edeae3a09008feaf72","first_computed_at":"2026-07-05T08:27:09.617639Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:27:09.617639Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"f5THoLYt2Uywu7ADNMzTirdNpiRAgHFmNh+GaPWOvntuyZom7Ul4kGfNsKCXtPGDoja8CWYUpk4Jy5BbVCV8AA==","signature_status":"signed_v1","signed_at":"2026-07-05T08:27:09.618072Z","signed_message":"canonical_sha256_bytes"},"source_id":"2406.00144","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:804220b2be69ee4f2eb945cec546912acdc12c67a63cf9d556bb643e04596c77","sha256:b97b47c0f603998606a104a7a15528112e8224df54af5cffa4a7281931d64dff"],"state_sha256":"d77e36c94efb03d49fbb534ae865a07866aaa90412db1ee8466681cd3a6308f5"}